Neural Network Optimization

YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles SemEval 2020 Zeno++: Robust Fully Asynchronous SGD ICML 2020 Zero-shot Entity Linking with Efficient Long Range Sequence Modeling EMNLP 2020 ABARUAH at SemEval-2019 Task 5 : Bi-directional LSTM for Hate Speech Detection SemEval 2019 Acceleration via Symplectic Discretization of High-Resolution Differential Equations NeurIPS 2019 Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of Deep Networks ICLR 2019 A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation ICLR 2019 A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification IJCAI 2019 A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks ICLR 2019 Active Probabilistic Inference on Matrices for Pre-Conditioning in Stochastic Optimization AISTATS 2019 AdaGrad Stepsizes: Sharp Convergence Over Nonconvex Landscapes ICML 2019 AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing ACL 2019 Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks ICCV 2019 Adaptively Truncating Backpropagation Through Time to Control Gradient Bias UAI 2019 Adaptive Parameterization for Neural Dialogue Generation EMNLP 2019 Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search ICML 2019 A Deep Bi-directional Attention Network for Human Motion Recovery IJCAI 2019 Ad Hoc Teamwork With Behavior Switching Agents IJCAI 2019 Adversarial Attacks on Graph Neural Networks via Meta Learning ICLR 2019 Adversarial Learning of a Sampler Based on an Unnormalized Distribution AISTATS 2019 A Dynamical Systems Perspective on Nesterov Acceleration ICML 2019 A Flexible Convolutional Solver for Fast Style Transfers CVPR 2019 Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks NeurIPS 2019 A Lightweight Recurrent Network for Sequence Modeling ACL 2019 All You Need Is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification CVPR 2019